Plotly)¶

import pyrosql
import settings

Setup Connection to Lasair Database¶

psql = pyrosql.PyroSQL(settings.DB_HOST, settings.DB_USER, settings.DB_PASS, "3306", "MySQL")

Run query to get a few candidates¶

table = psql.execute_sql_query("select *, decl as 'DEC' from candidates limit 1000", "ztf")

Get number of rows returned¶

table.count()

1000

Get results table as Astropy.Table¶

astropy_table = table.as_astropy()

Show astropy (interactive) table in notebook¶

astropy_table.show_in_notebook()

Plotting an interactive Scatter plot using matplotlib¶

%matplotlib notebook
from ipywidgets import *
import numpy as np
import matplotlib.pyplot as plt

x = astropy_table["ra"]
y = astropy_table["decl"]
fig = plt.figure()
ax = fig.add_subplot(1, 1, 1)
line = ax.scatter(x, y)

plt.xlabel("$ra$", fontsize=20)
plt.ylabel("$decl$", fontsize=20)

def update(w = 1.0):
    fig.canvas.draw()

interact(update);

Plotting a Histogram using matplotlib¶

%matplotlib notebook
from ipywidgets import *
import numpy as np
import matplotlib.pyplot as plt

x = astropy_table["magpsf"]
fig = plt.figure()
ax = fig.add_subplot(1, 1, 1)
line = ax.hist(x, bins=10)
plt.xlabel("$magpsf$", fontsize=20)

def update(w = 1.0):
    fig.canvas.draw()

interact(update);

Creating plots using plotly¶

from plotly import __version__
from plotly.offline import download_plotlyjs, init_notebook_mode, plot, iplot
from plotly.graph_objs import *
import plotly.graph_objs as go

import numpy as np

init_notebook_mode() # Important

Plotting a Heat Map¶

x = np.random.randn(2000)
y = np.random.randn(2000)
iplot([go.Histogram2dContour(x=astropy_table["jd"], y=astropy_table["ra"], contours=dict(coloring='heatmap')),
       go.Scatter(x=astropy_table["jd"], y=astropy_table["ra"], mode='markers', marker=dict(color='white', size=3, opacity=0.3))], show_link=False)

Scatter Plot for Large Datasets¶

#Large Datasets

N = 100000
trace = go.Scattergl(
    x = astropy_table["ra"],
    y = astropy_table["decl"],
    mode = 'markers',
    marker = dict(
        color = '#FFBAD2',
        line = dict(width = 1)
    )
)
data = [trace]
iplot(data, filename='compare_webgl')

3D Scatter plot¶

x, y, z = np.random.multivariate_normal(np.array([0,0,0]), np.eye(3), 200).transpose()
trace1 = go.Scatter3d(
    x=astropy_table["ra"],
    y=astropy_table["decl"],
    z=z,
    mode='markers',
    marker=dict(
        size=12,
        line=dict(
            color='rgba(217, 217, 217, 0.14)',
            width=0.5
        ),
        opacity=0.8
    )
)

data = [trace1]
layout = go.Layout(
    margin=dict(
        l=0,
        r=0,
        b=0,
        t=0
    )
)
fig = go.Figure(data=data, layout=layout)
iplot(fig, filename='simple-3d-scatter')

Plot with Dynamic Slider¶

data = [dict(
        visible = False,
        line=dict(color='00CED1', width=6),
        name = '𝜈 = '+str(step),
        x = astropy_table["elong"],
        y = np.sin(step*astropy_table["elong"])) for step in np.arange(0,5,0.1)]
data[10]['visible'] = True

steps = []

for i in range(len(data)):
    step = dict(
        method = 'restyle',
        args = ['visible', [False] * len(data)],
    )
    step['args'][1][i] = True # Toggle i'th trace to "visible"
    steps.append(step)

sliders = [dict(
    active = 10,
    currentvalue = {"prefix": "Frequency: "},
    pad = {"t": 50},
    steps = steps
)]

layout = dict(sliders=sliders)

fig = dict(data=data, layout=layout)

iplot(fig, filename='Sine Wave Slider')

Plot objects on iPyAladin¶

import ipyaladin.aladin_widget as ipyal

aladin= ipyal.Aladin()
aladin

---------------------------------------------------------------------------
AttributeError                            Traceback (most recent call last)
/opt/lsst-3.6/python/miniconda3-4.3.21/lib/python3.6/site-packages/ipywidgets/widgets/widget.py in _handle_msg(self, msg)
    680         # Catch remainder.
    681         else:
--> 682             self.log.error('Unknown front-end to back-end widget msg with method "%s"' % method)
    683 
    684     def _handle_custom_msg(self, content, buffers):

AttributeError: 'bool' object has no attribute 'error'

---------------------------------------------------------------------------
AttributeError                            Traceback (most recent call last)
/opt/lsst-3.6/python/miniconda3-4.3.21/lib/python3.6/site-packages/ipywidgets/widgets/widget.py in _handle_msg(self, msg)
    680         # Catch remainder.
    681         else:
--> 682             self.log.error('Unknown front-end to back-end widget msg with method "%s"' % method)
    683 
    684     def _handle_custom_msg(self, content, buffers):

AttributeError: 'bool' object has no attribute 'error'

---------------------------------------------------------------------------
AttributeError                            Traceback (most recent call last)
/opt/lsst-3.6/python/miniconda3-4.3.21/lib/python3.6/site-packages/ipywidgets/widgets/widget.py in _handle_msg(self, msg)
    680         # Catch remainder.
    681         else:
--> 682             self.log.error('Unknown front-end to back-end widget msg with method "%s"' % method)
    683 
    684     def _handle_custom_msg(self, content, buffers):

AttributeError: 'bool' object has no attribute 'error'

---------------------------------------------------------------------------
AttributeError                            Traceback (most recent call last)
/opt/lsst-3.6/python/miniconda3-4.3.21/lib/python3.6/site-packages/ipywidgets/widgets/widget.py in _handle_msg(self, msg)
    680         # Catch remainder.
    681         else:
--> 682             self.log.error('Unknown front-end to back-end widget msg with method "%s"' % method)
    683 
    684     def _handle_custom_msg(self, content, buffers):

AttributeError: 'bool' object has no attribute 'error'

---------------------------------------------------------------------------
AttributeError                            Traceback (most recent call last)
/opt/lsst-3.6/python/miniconda3-4.3.21/lib/python3.6/site-packages/ipywidgets/widgets/widget.py in _handle_msg(self, msg)
    680         # Catch remainder.
    681         else:
--> 682             self.log.error('Unknown front-end to back-end widget msg with method "%s"' % method)
    683 
    684     def _handle_custom_msg(self, content, buffers):

AttributeError: 'bool' object has no attribute 'error'

---------------------------------------------------------------------------
AttributeError                            Traceback (most recent call last)
/opt/lsst-3.6/python/miniconda3-4.3.21/lib/python3.6/site-packages/ipywidgets/widgets/widget.py in _handle_msg(self, msg)
    680         # Catch remainder.
    681         else:
--> 682             self.log.error('Unknown front-end to back-end widget msg with method "%s"' % method)
    683 
    684     def _handle_custom_msg(self, content, buffers):

AttributeError: 'bool' object has no attribute 'error'

---------------------------------------------------------------------------
AttributeError                            Traceback (most recent call last)
/opt/lsst-3.6/python/miniconda3-4.3.21/lib/python3.6/site-packages/ipywidgets/widgets/widget.py in _handle_msg(self, msg)
    680         # Catch remainder.
    681         else:
--> 682             self.log.error('Unknown front-end to back-end widget msg with method "%s"' % method)
    683 
    684     def _handle_custom_msg(self, content, buffers):

AttributeError: 'bool' object has no attribute 'error'

aladin.add_table(astropy_table)

idx	objectId	jd	fid	pid	diffmaglim	pdiffimfilename	programpi	programid	candid	isdiffpos	tblid	nid	rcid	field	xpos	ypos	ra	decl	magpsf	sigmapsf	chipsf	magap	sigmagap	distnr	magnr	sigmagnr	chinr	sharpnr	sky	magdiff	fwhm	classtar	mindtoedge	magfromlim	seeratio	aimage	bimage	aimagerat	bimagerat	elong	nneg	rb	ssdistnr	ssmagnr	ssnamenr	sumrat	magapbig	sigmagapbig	ranr	decnr	sgmag1	srmag1	simag1	szmag1	sgscore1	distpsnr1	ndethist	ncovhist	jdstarthist	jdendhist	scorr	objectidps1	objectidps2	sgmag2	srmag2	simag2	szmag2	sgscore2	distpsnr2	objectidps3	sgmag3	srmag3	simag3	szmag3	sgscore3	distpsnr3	nmtchps	rfid	jdstartref	jdendref	nframesref	htmid16	DEC
0	ZTF18aaxbyzk	2458266.75	1	512195060015	19.3943	ztf_20180528194560_000675_zg_c01_o_q1_scimrefdiffimg.fits	Kulkarni	1	512195060015015001	t	1	512	0	675	16.8524	578.479	216.128601074	31.1596412659	18.2208	0.122	0.962252	18.2208	0.122	9.23031	23.097	0.333	0.653	-0.181	6.27167	0.0	1.35799	0.874	16.8524	1.17353	2.0	1.032	0.859	0.759945	0.632551	1.2014	5	0.09	-999.0	-999.0	null	0.969702	17.7719	0.1037	216.126968384	31.1574611664	-999.0	-999.0	-999.0	-999.0	-999.0	-999.0	1	531	2458266.75	2458266.75	5.06661	-999	-999	-999.0	-999.0	-999.0	-999.0	-999.0	-999.0	-999	-999.0	-999.0	-999.0	-999.0	-999.0	-999.0	0	675120100	2458167.0	2458246.75	15	60047185824	31.1596412659
1	ZTF18aaxbzdg	2458266.75	1	512195060215	19.5091	ztf_20180528194560_000675_zg_c01_o_q3_scimrefdiffimg.fits	Kulkarni	1	512195060215010000	f	0	512	2	675	2047.05	2904.33	214.404205322	29.6900920868	19.2875	0.184567	2.49483	19.3445	0.332	9.15048	23.254	0.348	0.714	-0.437	0.240251	0.05696	1.25276	0.986	176.165	0.16459	2.0	0.983	0.802	0.784664	0.640184	1.22569	6	0.0766667	-999.0	-999.0	null	0.883247	19.1808	0.3673	214.401397705	29.6892776489	21.9932	20.6216	20.3353	19.9633	0.0	26.2833	1	170	2458266.75	2458266.75	5.1998	143632143992025717	-999	-999.0	-999.0	-999.0	-999.0	-999.0	-999.0	-999	-999.0	-999.0	-999.0	-999.0	-999.0	-999.0	1	675120102	2458167.0	2458246.75	15	60058901177	29.6900920868
2	ZTF18aabeokc	2458266.75	1	512195060215	19.5091	ztf_20180528194560_000675_zg_c01_o_q3_scimrefdiffimg.fits	Kulkarni	1	512195060215015000	t	0	512	2	675	2836.89	811.432	214.165161133	30.2842464447	17.0971	0.0301489	46.1572	17.1455	0.0477	0.240593	15.28	0.016	0.658	-0.029	-1.44729	0.0483796	1.25276	0.997	235.614	2.36359	2.0	0.64	0.583	0.51087	0.465371	1.09777	6	0.626667	-999.0	-999.0	null	0.948441	17.1879	0.0617	214.16519165	30.2841835022	15.0195	14.3265	14.1495	14.3019	0.998333	0.291755	52	146	2458112.0	2458266.75	11.2363	144342141651391618	144332141689009343	21.3935	-999.0	-999.0	19.3679	0.5	13.5456	144332141628587055	-999.0	-999.0	21.6905	21.1845	0.747958	15.5918	7	675120102	2458167.0	2458246.75	15	60061709741	30.2842464447
3	ZTF18aaxbzqa	2458266.75	1	512195060315	19.3352	ztf_20180528194560_000675_zg_c01_o_q4_scimrefdiffimg.fits	Kulkarni	1	512195060315015006	t	6	512	3	675	48.5011	584.628	216.075912476	30.2930278778	18.8117	0.130174	3.69473	18.7062	0.1987	3.45015	23.124	0.338	0.789	-0.326	13.9106	-0.105459	5.7	1.0	48.5011	0.628997	0.481763	2.555	2.417	0.448246	0.424035	1.0571	1	0.0433333	-999.0	-999.0	null	1.0	18.3483	0.1837	216.074798584	30.2928771973	-999.0	19.1301	-999.0	-999.0	0.5	13.3825	1	476	2458266.75	2458266.75	6.23087	144352160729235309	144352160808555259	-999.0	-999.0	21.4913	20.842	0.782917	17.3628	144342160724217000	-999.0	-999.0	21.5506	21.3097	0.0775714	19.0164	6	675120103	2458167.0	2458246.75	15	60061424415	30.2930278778
4	ZTF18aabpxaf	2458266.75	1	512195060315	19.3352	ztf_20180528194560_000675_zg_c01_o_q4_scimrefdiffimg.fits	Kulkarni	1	512195060315015015	t	15	512	3	675	966.299	913.541	215.773132324	30.2110481262	18.5663	0.114092	8.53894	18.525	0.1735	0.639861	16.046	0.014	0.814	-0.015	0.413172	-0.0412811	1.37303	0.968	913.541	0.810197	2.0	0.749	0.54	0.545511	0.393292	1.38704	8	0.296667	-999.0	-999.0	null	0.709077	18.8006	0.2832	215.773330688	30.2111091614	16.0923	15.3349	14.9179	14.7387	0.99875	0.66378	81	476	2458157.0	2458266.75	5.50418	144252157734063844	144242157707918360	19.8072	19.5798	19.488	19.4712	0.99875	17.8552	-999	-999.0	-999.0	-999.0	-999.0	-999.0	-999.0	2	675120103	2458167.0	2458246.75	15	60061608034	30.2110481262
5	ZTF18aaxbzqc	2458266.75	1	512195060315	19.3352	ztf_20180528194560_000675_zg_c01_o_q4_scimrefdiffimg.fits	Kulkarni	1	512195060315015017	t	17	512	3	675	55.3324	1033.42	216.067596436	30.1670188904	18.6593	0.113203	5.05823	18.7372	0.2046	5.9349	22.931	0.333	1.067	-0.25	14.0006	0.0778659	6.52	0.969	55.3324	0.597997	0.421173	3.492	3.473	0.535583	0.532669	1.00547	1	0.05	-999.0	-999.0	null	1.0	18.1163	0.1486	216.069244385	30.167886734	21.2001	20.136	19.1078	18.6236	1.0	7.4957	1	476	2458266.75	2458266.75	6.52675	144202160700390727	144202160679064365	20.4258	19.2138	17.9616	17.4167	0.995	9.95072	144202160660218768	-999.0	21.8334	20.8977	20.4179	0.848214	23.6695	4	675120103	2458167.0	2458246.75	15	60059566746	30.1670188904
6	ZTF18aaxbzqd	2458266.75	1	512195060315	19.3352	ztf_20180528194560_000675_zg_c01_o_q4_scimrefdiffimg.fits	Kulkarni	1	512195060315015019	t	19	512	3	675	53.069	1150.55	216.066757202	30.1340885162	18.7749	0.125823	3.85527	18.7446	0.2059	8.06035	22.888	0.311	0.979	-0.402	11.4174	-0.03029	6.72	0.982	53.069	0.590597	0.408638	2.699	2.31	0.401637	0.34375	1.1684	1	0.0333333	-999.0	-999.0	null	1.0	18.6355	0.2392	216.06413269	30.1342277527	21.9246	21.6299	21.0329	20.775	0.0125417	13.056	1	476	2458266.75	2458266.75	5.95341	144162160626600940	144152160696206001	22.0913	21.9124	21.5315	-999.0	0.213238	18.7331	144162160602782639	-999.0	21.8242	21.76	-999.0	0.084381	20.1744	3	675120103	2458167.0	2458246.75	15	60059566517	30.1340885162
7	ZTF18aaxbzpx	2458266.75	1	512195060315	19.3352	ztf_20180528194560_000675_zg_c01_o_q4_scimrefdiffimg.fits	Kulkarni	1	512195060315015023	t	23	512	3	675	58.9638	1198.32	216.064193726	30.1207351685	18.6855	0.115918	5.30213	18.5509	0.1725	5.63482	23.013	0.333	0.932	-0.352	10.9051	-0.134593	6.67	1.0	58.9638	0.784297	0.411702	2.436	2.304	0.365217	0.345427	1.05729	4	0.0433333	-999.0	-999.0	null	1.0	18.2125	0.1623	216.06427002	30.1191520691	-999.0	21.6883	20.3302	19.7829	0.984542	14.7945	1	476	2458266.75	2458266.75	6.19987	144152160659210134	144132160588159907	-999.0	21.5055	21.763	-999.0	0.000833333	23.7774	-999	-999.0	-999.0	-999.0	-999.0	-999.0	-999.0	2	675120103	2458167.0	2458246.75	15	60059779959	30.1207351685
8	ZTF18aaxbzqk	2458266.75	1	512195060315	19.3352	ztf_20180528194560_000675_zg_c01_o_q4_scimrefdiffimg.fits	Kulkarni	1	512195060315015026	t	26	512	3	675	53.492	1273.03	216.064956665	30.0996856689	18.7749	0.1259	3.73597	18.9687	0.2532	8.42176	22.816	0.308	1.138	-0.15	10.6301	0.193796	5.73	1.0	53.492	0.366497	0.479241	1.579	1.361	0.275567	0.237522	1.16018	4	0.0466667	-999.0	-999.0	null	0.993771	18.7481	0.2653	216.065948486	30.1018943787	-999.0	21.5019	21.4774	21.0872	0.0	10.8719	1	476	2458266.75	2458266.75	6.39358	144122160679692028	144122160640983852	22.0777	21.8913	21.7816	20.4962	0.0285417	11.026	144122160648495232	-999.0	-999.0	21.4809	20.7377	0.00233333	14.6124	5	675120103	2458167.0	2458246.75	15	60059779872	30.0996856689
9	ZTF18aaxbzqb	2458266.75	1	512195060315	19.3352	ztf_20180528194560_000675_zg_c01_o_q4_scimrefdiffimg.fits	Kulkarni	1	512195060315015027	t	27	512	3	675	55.8888	1296.35	216.063858032	30.093164444	18.7563	0.123663	4.34604	18.7255	0.2023	14.4871	22.986	0.279	0.685	-0.127	10.6643	-0.030846	5.0	1.0	55.8888	0.609697	0.54921	3.051	2.755	0.6102	0.551	1.10744	0	0.0433333	-999.0	-999.0	null	1.0	18.9778	0.3276	216.065765381	30.0894374847	21.7519	21.4344	21.3059	20.8771	0.00604167	18.3836	1	476	2458266.75	2458266.75	5.8454	144102160648596392	144102160679627156	-999.0	21.8561	21.6377	-999.0	0.00291667	20.3832	144102160691387206	22.0645	21.7023	21.4027	21.0404	0.00775	22.6903	4	675120103	2458167.0	2458246.75	15	60059779525	30.093164444
10	ZTF18aaxbzqi	2458266.75	1	512195060315	19.3352	ztf_20180528194560_000675_zg_c01_o_q4_scimrefdiffimg.fits	Kulkarni	1	512195060315015028	t	28	512	3	675	54.0926	1304.08	216.064346313	30.0909690857	18.7519	0.123211	4.12011	18.7896	0.2148	6.98929	22.986	0.279	0.685	-0.127	10.272	0.0377497	3.42	1.0	54.0926	0.545597	0.802939	2.006	1.836	0.58655	0.536842	1.09259	0	0.05	-999.0	-999.0	null	1.0	18.8467	0.2904	216.065765381	30.0894374847	21.7519	21.4344	21.3059	20.8771	0.00604167	10.351	1	476	2458266.75	2458266.75	5.88053	144102160648596392	144102160679627156	-999.0	21.8561	21.6377	-999.0	0.00291667	13.826	144102160691387206	22.0645	21.7023	21.4027	21.0404	0.00775	16.8322	4	675120103	2458167.0	2458246.75	15	60059779578	30.0909690857
11	ZTF18aaxbzpw	2458266.75	1	512195060315	19.3352	ztf_20180528194560_000675_zg_c01_o_q4_scimrefdiffimg.fits	Kulkarni	1	512195060315015041	t	41	512	3	675	57.0192	1679.64	216.058319092	29.9855060577	18.7622	0.124383	3.70935	18.5344	0.1699	3.75694	22.894	0.313	1.029	-0.402	6.02324	-0.227816	6.08	0.906	57.0192	0.800797	0.451653	2.505	2.366	0.412007	0.389145	1.05875	3	0.03	-999.0	-999.0	null	0.966784	17.9962	0.133	216.057266235	29.9860363007	-999.0	-999.0	21.8034	21.2736	0.353021	11.7465	1	476	2458266.75	2458266.75	6.96113	143982160616595141	143982160600756877	-999.0	21.8397	21.033	20.5846	0.84364	12.1471	143972160590838156	-999.0	21.8385	21.4183	21.0676	0.0	15.1643	4	675120103	2458167.0	2458246.75	15	60059661645	29.9855060577
12	ZTF18aaxbzpy	2458266.75	1	512195060315	19.3352	ztf_20180528194560_000675_zg_c01_o_q4_scimrefdiffimg.fits	Kulkarni	1	512195060315015043	t	43	512	3	675	55.9905	1699.42	216.058380127	29.9799385071	18.6273	0.109962	5.24223	18.5936	0.1792	3.98869	22.974	0.305	0.826	-0.399	7.50771	-0.0336701	5.89	0.999	55.9905	0.741597	0.466222	1.748	1.738	0.296774	0.295076	1.00575	2	0.05	-999.0	-999.0	null	1.0	18.6135	0.2343	216.057098389	29.9799575806	-999.0	21.8385	21.4183	21.0676	0.0	5.38898	1	476	2458266.75	2458266.75	6.39951	143972160590838156	143972160619759063	-999.0	21.8236	21.6819	21.276	0.0834762	13.2838	143982160616595141	-999.0	-999.0	21.8034	21.2736	0.353021	27.6278	3	675120103	2458167.0	2458246.75	15	60059664195	29.9799385071
13	ZTF18aaxbzpz	2458266.75	1	512195060315	19.3352	ztf_20180528194560_000675_zg_c01_o_q4_scimrefdiffimg.fits	Kulkarni	1	512195060315015044	t	44	512	3	675	70.3419	1725.52	216.053375244	29.9727745056	18.6524	0.1125	4.65612	18.6134	0.1828	8.56156	23.139	0.312	0.598	-0.065	11.6369	-0.0390169	6.83	0.983	70.3419	0.721797	0.402057	3.862	3.627	0.565447	0.53104	1.06479	1	0.0466667	-999.0	-999.0	null	1.0	18.1545	0.1539	216.056152344	29.9726428986	22.2932	21.9287	21.7216	21.3632	0.0313333	4.83067	1	476	2458266.75	2458266.75	6.31782	143962160519618673	143962160485867577	-999.0	22.0739	21.5906	21.1577	0.762762	14.8307	143962160438308065	19.2705	19.0352	18.9896	18.9808	0.9815	29.8313	3	675120103	2458167.0	2458246.75	15	60059664231	29.9727745056
14	ZTF18aaxbzpr	2458266.75	1	512195060315	19.3352	ztf_20180528194560_000675_zg_c01_o_q4_scimrefdiffimg.fits	Kulkarni	1	512195060315015055	t	55	512	3	675	2615.7	2950.78	215.214202881	29.6555271149	17.6923	0.0881055	200.55	17.7022	0.0965	3.11225	14.795	0.03	0.858	-0.002	-0.353901	0.00987212	1.37303	0.451	129.721	1.633	2.0	0.521	0.372	0.379454	0.270935	1.40054	8	0.213333	-999.0	-999.0	null	0.743145	18.9898	0.4693	215.215133667	29.6558628082	14.91	14.0363	13.6712	13.5434	0.95875	3.33303	1	86	2458266.75	2458266.75	5.62629	143582152153297755	143582152145428521	13.1679	12.9142	12.037	12.6176	0.5	3.98724	143592152152990955	19.7004	18.7057	17.7375	17.291	0.769554	11.8163	9	675120103	2458167.0	2458246.75	15	60062273002	29.6555271149
15	ZTF18aaxbzqj	2458266.75	1	512195060315	19.3352	ztf_20180528194560_000675_zg_c01_o_q4_scimrefdiffimg.fits	Kulkarni	1	512195060315015057	t	57	512	3	675	92.7805	2930.32	216.029968262	29.6346149445	18.6793	0.115269	3.74933	18.8509	0.2272	13.0954	22.863	0.346	1.27	-0.336	11.1237	0.171633	5.83	1.0	92.7805	0.484297	0.471021	1.913	1.85	0.32813	0.317324	1.03405	1	0.0433333	-999.0	-999.0	null	1.0	18.4218	0.1965	216.028457642	29.6311721802	21.5058	20.9908	20.7416	20.4829	0.00291667	15.2666	1	445	2458266.75	2458266.75	6.82966	143562160343674313	143562160254908629	21.3639	21.3216	20.161	19.5222	0.995417	23.9457	143572160299021212	21.806	21.2387	21.1663	20.9728	0.0	27.4079	5	675120103	2458167.0	2458246.75	15	60060082996	29.6346149445
16	ZTF18aaxbzqf	2458266.75	1	512195060315	19.3352	ztf_20180528194560_000675_zg_c01_o_q4_scimrefdiffimg.fits	Kulkarni	1	512195060315015058	t	58	512	3	675	58.2801	2923.54	216.04119873	29.6361198425	18.7632	0.124526	4.12476	18.7591	0.2088	7.44025	22.887	0.349	1.189	-0.492	7.99281	-0.00412141	6.88	0.999	58.2801	0.576097	0.399135	2.368	2.054	0.344186	0.298547	1.15287	4	0.04	-999.0	-999.0	null	0.98562	18.4882	0.2088	216.039138794	29.6371898651	-999.0	21.8587	21.183	20.7944	0.0173958	8.80406	1	445	2458266.75	2458266.75	5.89751	143562160400446604	143562160372397653	-999.0	21.9928	21.5224	21.1027	0.000357143	16.6357	143552160452549161	20.797	20.0079	19.6263	19.3707	0.997917	19.1426	5	675120103	2458167.0	2458246.75	15	60060083187	29.6361198425
17	ZTF18aaxbzqh	2458266.75	1	512195060315	19.3352	ztf_20180528194560_000675_zg_c01_o_q4_scimrefdiffimg.fits	Kulkarni	1	512195060315015065	t	65	512	3	675	98.8649	2810.87	216.029586792	29.6682376862	18.6631	0.113605	4.63407	18.788	0.2141	11.3436	23.24	0.354	0.652	-0.276	8.43365	0.124856	6.14	0.999	98.8649	0.547197	0.447239	1.785	1.54	0.290717	0.250814	1.15909	1	0.04	-999.0	-999.0	null	1.0	18.411	0.1945	216.030502319	29.6651477814	-999.0	-999.0	21.7791	21.4047	0.0601212	15.3562	1	445	2458266.75	2458266.75	7.68823	143592160317227857	143602160256967476	21.0517	20.2626	20.1001	19.9394	0.00125	19.4055	143592160267096045	-999.0	21.7327	21.4198	21.0412	0.0	21.158	7	675120103	2458167.0	2458246.75	15	60059619921	29.6682376862
18	ZTF18aaxbzqe	2458266.75	1	512195060315	19.3352	ztf_20180528194560_000675_zg_c01_o_q4_scimrefdiffimg.fits	Kulkarni	1	512195060315015073	t	73	512	3	675	57.1869	2725.21	216.044204712	29.6918182373	18.7269	0.120393	4.82781	18.7463	0.206	9.59183	23.125	0.328	0.702	-0.305	6.68236	0.0193826	4.27	0.999	57.1869	0.588897	0.643103	2.04	1.808	0.477752	0.423419	1.12832	0	0.0533333	-999.0	-999.0	null	1.0	19.0573	0.3521	216.041503906	29.6931419373	-999.0	-999.0	-999.0	-999.0	0.5	15.4037	1	445	2458266.75	2458266.75	5.68891	143632160474644610	143632160377551137	-999.0	-999.0	21.6615	-999.0	0.00125	20.2675	143622160405455141	19.9748	19.6297	19.5071	19.4794	0.980917	20.4836	5	675120103	2458167.0	2458246.75	15	60059619761	29.6918182373
19	ZTF18aaxbzps	2458266.75	1	512195060315	19.3352	ztf_20180528194560_000675_zg_c01_o_q4_scimrefdiffimg.fits	Kulkarni	1	512195060315015074	t	74	512	3	675	66.3655	2667.55	216.042022705	29.7081203461	18.7882	0.127348	4.20632	18.3889	0.1487	15.2861	23.2	0.33	0.605	-0.276	7.15348	-0.399285	4.63	1.0	66.3655	0.946297	0.593099	3.538	3.297	0.764147	0.712095	1.0731	1	0.03	-999.0	-999.0	null	1.0	17.8588	0.1173	216.041351318	29.7123794556	-999.0	-999.0	21.3099	20.5675	0.997	2.53986	1	445	2458266.75	2458266.75	6.88262	143642160427859966	143642160363789703	18.9343	18.1898	17.8952	17.7614	1.0	17.8306	143642160359499678	-999.0	20.6314	20.9447	-999.0	0.5	19.0647	3	675120103	2458167.0	2458246.75	15	60059673115	29.7081203461
20	ZTF18aaxbzpv	2458266.75	1	512195060315	19.3352	ztf_20180528194560_000675_zg_c01_o_q4_scimrefdiffimg.fits	Kulkarni	1	512195060315015076	t	76	512	3	675	58.3003	2617.74	216.045288086	29.7220191956	18.6071	0.107956	5.51596	18.5158	0.1669	9.96754	22.954	0.356	1.15	-0.333	5.54852	-0.0913092	6.98	0.993	58.3003	0.819397	0.393417	3.027	2.637	0.433668	0.377794	1.1479	4	0.0433333	-999.0	-999.0	null	0.974022	18.3314	0.1809	216.042938232	29.7200965881	-999.0	21.7565	21.2739	20.768	0.316711	9.98677	1	445	2458266.75	2458266.75	7.73219	143662160425535347	143662160395165804	-999.0	21.7411	21.4507	21.0196	0.0015	18.5003	143672160416984847	21.7499	20.9347	20.5863	20.3253	0.0	25.4154	6	675120103	2458167.0	2458246.75	15	60059675955	29.7220191956
21	ZTF18aaxbzpt	2458266.75	1	512195060315	19.3352	ztf_20180528194560_000675_zg_c01_o_q4_scimrefdiffimg.fits	Kulkarni	1	512195060315015080	t	80	512	3	675	71.8863	2680.83	216.040054321	29.704454422	18.7143	0.119036	4.03341	18.4229	0.1499	7.27241	22.865	0.306	1.015	0.113	7.06403	-0.291377	6.22	0.999	71.8863	0.912297	0.441487	3.76	3.634	0.604502	0.584244	1.03467	1	0.03	-999.0	-999.0	null	1.0	17.9918	0.1294	216.037750244	29.7040042877	-999.0	-999.0	21.3099	20.5675	0.997	14.6014	1	445	2458266.75	2458266.75	7.04176	143642160427859966	143642160363789703	18.9343	18.1898	17.8952	17.7614	1.0	16.1336	143642160359499678	-999.0	20.6314	20.9447	-999.0	0.5	16.7103	7	675120103	2458167.0	2458246.75	15	60059619631	29.704454422
22	ZTF18aaxbzqg	2458266.75	1	512195060315	19.3352	ztf_20180528194560_000675_zg_c01_o_q4_scimrefdiffimg.fits	Kulkarni	1	512195060315015083	t	83	512	3	675	55.5553	1968.35	216.054901123	29.9043941498	18.5799	0.105322	7.41506	18.7804	0.2129	12.1193	23.077	0.35	0.879	-0.395	8.43077	0.200547	5.28	0.98	55.5553	0.554797	0.520085	2.249	2.042	0.425947	0.386742	1.10137	3	0.0433333	-999.0	-999.0	null	0.978688	18.7927	0.2764	216.052246094	29.9069080353	-999.0	-999.0	21.6243	21.3446	0.797417	12.882	1	477	2458266.75	2458266.75	6.95632	143882160513093777	-999	-999.0	-999.0	-999.0	-999.0	-999.0	-999.0	-999	-999.0	-999.0	-999.0	-999.0	-999.0	-999.0	1	675120103	2458167.0	2458246.75	15	60059660317	29.9043941498
23	ZTF18aaxbzpu	2458266.75	1	512195060315	19.3352	ztf_20180528194560_000675_zg_c01_o_q4_scimrefdiffimg.fits	Kulkarni	1	512195060315015090	t	90	512	3	675	76.8816	2718.53	216.03793335	29.6939220428	18.8062	0.129466	3.87004	18.444	0.1564	6.56358	22.764	0.296	1.139	-0.351	7.68227	-0.362247	4.73	1.0	76.8816	0.891197	0.58056	2.897	2.823	0.612474	0.596829	1.02621	3	0.0333333	-999.0	-999.0	null	1.0	17.87	0.1185	216.037536621	29.6921100616	-999.0	-999.0	21.6615	-999.0	0.00125	6.55382	1	445	2458266.75	2458266.75	5.54611	143632160377551137	143632160331567080	21.5762	21.4262	-999.0	-999.0	0.5	20.1293	143632160329537768	21.6546	20.886	20.8568	20.6248	0.0	20.466	8	675120103	2458167.0	2458246.75	15	60059619781	29.6939220428
24	ZTF18aaxbywn	2458266.75	1	512195060415	19.5454	ztf_20180528194560_000675_zg_c02_o_q1_scimrefdiffimg.fits	Kulkarni	1	512195060415010000	f	0	512	4	675	102.382	1677.37	213.924636841	30.9062023163	19.0571	0.148952	2.48008	18.665	0.1763	3.17551	22.986	0.233	0.746	-0.075	-0.28331	-0.39211	4.66	0.808	102.382	0.880366	0.525079	1.307	0.975	0.280472	0.209227	1.34051	3	0.0566667	-999.0	-999.0	null	1.0	18.5098	0.1962	213.925674438	30.9061126709	-999.0	21.5827	21.5156	20.8488	0.005	16.5947	1	146	2458266.75	2458266.75	9.67599	145092139271513033	145092139268694804	-999.0	-999.0	20.7221	-999.0	0.5	21.329	145082139159017508	-999.0	21.6683	21.7025	21.1357	0.00479167	27.3052	4	675120104	2458167.0	2458247.75	15	60052489289	30.9062023163
25	ZTF18aaxbywo	2458266.75	1	512195060415	19.5454	ztf_20180528194560_000675_zg_c02_o_q1_scimrefdiffimg.fits	Kulkarni	1	512195060415010001	f	1	512	4	675	100.812	2172.7	213.922012329	30.7669010162	19.1626	0.16409	2.39405	18.8884	0.2164	3.13651	23.177	0.298	0.88	-0.289	0.267202	-0.274193	3.91	0.979	100.812	0.656966	0.625797	1.561	1.417	0.399233	0.362404	1.10162	4	0.0533333	-999.0	-999.0	null	1.0	18.9479	0.2937	213.922668457	30.767572403	-999.0	21.8936	21.1391	20.6622	0.00375	17.2957	1	146	2458266.75	2458266.75	6.20599	144922139228146506	144912139210763502	21.8541	21.8666	21.3251	21.0403	0.807708	22.2706	144922139245408011	-999.0	21.7075	20.938	20.3938	0.00333333	22.5881	7	675120104	2458167.0	2458247.75	15	60052500258	30.7669010162
26	ZTF17aabxcbt	2458266.75	1	512195060415	19.5454	ztf_20180528194560_000675_zg_c02_o_q1_scimrefdiffimg.fits	Kulkarni	1	512195060415010002	f	2	512	4	675	262.809	2772.71	213.86529541	30.5990428925	16.7553	0.0227465	46.3791	16.8622	0.037	0.0641151	14.672	0.017	0.772	-0.023	-0.390402	0.106898	1.22343	0.997	262.809	2.68317	2.0	0.641	0.613	0.523935	0.501049	1.04568	3	0.733333	-999.0	-999.0	null	1.0	16.8412	0.045	213.865280151	30.5990371704	14.6415	14.4854	14.3888	14.446	0.992083	0.127918	26	109	2458112.0	2458266.75	9.36268	144712138653049435	144722138647040067	-999.0	-999.0	19.0613	-999.0	0.5	2.50118	144712138568866495	-999.0	21.705	21.355	21.0632	0.0139167	27.4347	4	675120104	2458167.0	2458247.75	15	60052478134	30.5990428925
27	ZTF17aabxcbt	2458266.75	1	512195060415	19.5454	ztf_20180528194560_000675_zg_c02_o_q1_scimrefdiffimg.fits	Kulkarni	1	512195060415010003	f	3	512	4	675	262.84	2772.79	213.865280151	30.5990200043	16.7553	0.0227465	46.3791	17.1051	0.0455	0.0772912	14.672	0.017	0.772	-0.023	-0.320305	0.349798	1.22343	0.996	262.84	2.44027	2.0	0.815	0.801	0.666158	0.654715	1.01748	3	0.733333	-999.0	-999.0	null	1.0	17.0997	0.0564	213.865280151	30.5990371704	14.6415	14.4854	14.3888	14.446	0.992083	0.0460882	26	109	2458112.0	2458266.75	5.88962	144712138653049435	144722138647040067	-999.0	-999.0	19.0613	-999.0	0.5	2.52658	144712138568866495	-999.0	21.705	21.355	21.0632	0.0139167	27.3758	4	675120104	2458167.0	2458247.75	15	60052478134	30.5990200043
28	ZTF18aaccuze	2458266.75	1	512195060415	19.5454	ztf_20180528194560_000675_zg_c02_o_q1_scimrefdiffimg.fits	Kulkarni	1	512195060415015000	t	0	512	4	675	2108.32	659.703	213.271713257	31.2019386292	17.2336	0.0360098	35.1144	17.3128	0.0563	0.181008	14.805	0.023	1.106	-0.052	0.341665	0.0791724	1.22343	0.995	659.703	2.23257	2.0	0.779	0.745	0.636732	0.608942	1.04564	6	0.653333	-999.0	-999.0	null	0.9731	17.2815	0.0676	213.271728516	31.2019863129	14.7181	14.0923	13.9182	13.7474	0.99625	0.0779339	15	146	2458112.0	2458266.75	7.22384	145442132717582961	145442132720423219	-999.0	16.6838	-999.0	-999.0	0.5	1.72624	145442132685609596	20.8449	20.5431	20.3746	20.2761	0.985042	22.5065	3	675120104	2458167.0	2458247.75	15	60052608693	31.2019386292
29	ZTF17aabwxkl	2458266.75	1	512195060515	19.5089	ztf_20180528194560_000675_zg_c02_o_q2_scimrefdiffimg.fits	Kulkarni	1	512195060515015001	t	1	512	5	675	1870.23	804.409	212.338851929	31.168800354	16.2491	0.0181657	73.1543	16.235	0.024	0.446317	13.964	0.015	0.551	-0.022	0.620587	-0.0140679	4.09	1.0	804.409	3.27394	0.594458	1.18	0.991	0.288509	0.242298	1.19072	5	0.55	-999.0	-999.0	null	0.977469	16.2224	0.0284	212.338775635	31.1689090729	14.3142	13.8607	13.769	13.5894	0.976042	0.307929	67	149	2458107.0	2458266.75	6.82156	145402123388103212	145402123357815282	20.2371	19.2865	18.8318	18.6154	0.312762	11.5318	145402123340821398	-999.0	21.6806	21.0286	20.6174	0.00125	15.8564	9	675120105	2458167.0	2458248.75	15	60053829325	31.168800354
30	ZTF18aaxbyyt	2458266.75	1	512195060515	19.5089	ztf_20180528194560_000675_zg_c02_o_q2_scimrefdiffimg.fits	Kulkarni	1	512195060515015002	t	2	512	5	675	2872.05	3008.35	212.007904053	30.5498657227	18.7355	0.115881	7.4559	18.4445	0.1505	8.27818	22.404	0.153	0.898	-0.087	10.6841	-0.291036	6.77	0.972	72.1457	1.06444	0.359133	3.806	3.538	0.562186	0.5226	1.07575	2	0.06	-999.0	-999.0	null	1.0	18.1531	0.1477	212.005813599	30.5483894348	-999.0	21.9198	21.6688	20.9666	0.0075	8.65132	1	110	2458266.75	2458266.75	6.2767	144652120056038736	144652120113828369	19.65	18.6575	18.2155	18.0266	1.0	12.3269	-999	-999.0	-999.0	-999.0	-999.0	-999.0	-999.0	2	675120105	2458167.0	2458248.75	15	60053772778	30.5498657227
31	ZTF18aaxbyyv	2458266.75	1	512195060515	19.5089	ztf_20180528194560_000675_zg_c02_o_q2_scimrefdiffimg.fits	Kulkarni	1	512195060515015007	t	7	512	5	675	2866.78	2215.64	212.010223389	30.7728767395	18.8874	0.133174	4.05971	18.7327	0.1958	10.3873	23.29	0.314	0.76	0.059	4.31977	-0.154696	4.35	0.992	205.715	0.776244	0.558927	1.781	1.583	0.409425	0.363908	1.12508	1	0.0633333	-999.0	-999.0	null	1.0	18.3379	0.1749	212.007141113	30.7741127014	-999.0	-999.0	20.9961	-999.0	0.5	14.5048	1	149	2458266.75	2458266.75	6.29078	144922120109883224	144922120139504300	-999.0	-999.0	21.5365	21.1354	0.844244	16.1214	144922120048508484	21.1033	20.0896	19.7006	19.4681	0.0400298	16.925	9	675120105	2458167.0	2458248.75	15	60053723537	30.7728767395
32	ZTF18aaxbyyu	2458266.75	1	512195060515	19.5089	ztf_20180528194560_000675_zg_c02_o_q2_scimrefdiffimg.fits	Kulkarni	1	512195060515015008	t	8	512	5	675	2877.97	2421.28	212.006393433	30.7150344849	18.9347	0.139124	3.34742	18.5415	0.1645	6.62407	23.533	0.344	0.513	-0.404	8.62731	-0.393191	3.74	1.0	194.527	0.967444	0.650089	2.109	2.043	0.563904	0.546257	1.03231	4	0.07	-999.0	-999.0	null	0.960316	18.1387	0.1457	212.008544922	30.715265274	-999.0	21.6983	21.5359	21.0117	0.0	15.0251	1	149	2458266.75	2458266.75	6.61608	144852120068583608	144852120138313377	22.0747	21.5739	21.7304	21.4089	0.941583	27.9399	-999	-999.0	-999.0	-999.0	-999.0	-999.0	-999.0	2	675120105	2458167.0	2458248.75	15	60053722440	30.7150344849
33	ZTF18aaxbyyd	2458266.75	1	512195060615	19.4907	ztf_20180528194560_000675_zg_c02_o_q3_scimrefdiffimg.fits	Kulkarni	1	512195060615010000	f	0	512	6	675	196.034	1058.86	212.878128052	30.2271308899	18.6081	0.104382	18.6517	18.6371	0.1829	17.1303	23.029	0.264	0.792	-0.255	0.0874433	0.0290102	1.20785	0.966	196.034	0.853647	2.0	0.432	0.359	0.357661	0.297223	1.20334	7	0.08	-999.0	-999.0	null	0.851636	18.5171	0.2103	212.878967285	30.2318954468	19.7806	19.4626	19.3376	19.3042	1.0	19.8469	1	146	2458266.75	2458266.75	27.1295	144272128844094503	144282128785330629	22.0458	21.3815	21.2564	20.7946	0.003125	22.8052	144272128701693374	19.2484	18.1082	17.4682	17.1898	1.0	24.8494	5	675120106	2458167.0	2458248.75	15	60051288510	30.2271308899
34	ZTF18aaxbyye	2458266.75	1	512195060615	19.4907	ztf_20180528194560_000675_zg_c02_o_q3_scimrefdiffimg.fits	Kulkarni	1	512195060615015000	t	0	512	6	675	2815.6	211.555	212.026107788	30.4701690674	18.9364	0.145745	8.32309	18.8624	0.2325	5.1498	15.579	0.014	0.434	-0.023	14.4398	-0.0740206	2.35	0.963	211.555	0.628347	1.02796	1.492	1.275	0.634894	0.542553	1.1702	2	0.193333	-999.0	-999.0	null	1.0	18.3566	0.1866	212.027038574	30.4689655304	15.5633	15.1871	15.0423	14.9982	1.0	5.27373	1	146	2458266.75	2458266.75	5.23156	144562120270813384	144562120241774232	-999.0	-999.0	21.7625	21.1012	0.375083	6.48896	144552120308047540	-999.0	21.8171	20.8438	20.2945	0.967125	26.1408	5	675120106	2458167.0	2458248.75	15	60053756578	30.4701690674
35	ZTF18aaxbyxz	2458266.75	1	512195060615	19.4907	ztf_20180528194560_000675_zg_c02_o_q3_scimrefdiffimg.fits	Kulkarni	1	512195060615015001	t	1	512	6	675	2823.39	288.164	212.023498535	30.4486217499	18.6772	0.111955	7.07558	18.4299	0.1516	6.63084	23.441	0.357	0.769	-0.216	13.063	-0.247293	5.21	1.0	249.111	1.06085	0.463665	3.125	2.781	0.599808	0.533781	1.1237	3	0.0333333	-999.0	-999.0	null	1.0	17.9703	0.1277	212.021377563	30.4489326477	-999.0	-999.0	21.2811	20.5689	0.0	11.5932	1	146	2458266.75	2458266.75	5.7032	144532120268137076	144542120284230405	-999.0	-999.0	21.8005	-999.0	0.00375	15.841	144532120214083896	-999.0	-999.0	21.5209	21.2528	0.909464	16.4967	4	675120106	2458167.0	2458248.75	15	60053764162	30.4486217499
36	ZTF18aaxbyyc	2458266.75	1	512195060615	19.4907	ztf_20180528194560_000675_zg_c02_o_q3_scimrefdiffimg.fits	Kulkarni	1	512195060615015002	t	2	512	6	675	2830.35	351.435	212.021179199	30.4308261871	18.7408	0.118648	6.39244	18.5838	0.1749	5.74137	22.852	0.217	0.776	-0.1	14.1807	-0.157024	1.20785	0.997	242.154	0.906947	2.0	2.014	1.965	1.66743	1.62686	1.02494	1	0.0933333	-999.0	-999.0	null	1.0	18.22	0.1608	212.021377563	30.4292201996	21.9131	20.8234	20.2719	19.987	0.0259583	19.5684	1	146	2458266.75	2458266.75	5.56393	144512120177732189	144512120133155805	-999.0	21.7847	21.5228	21.0447	0.00333333	25.1621	144502120234558155	-999.0	-999.0	21.4406	21.001	0.0245	28.945	3	675120106	2458167.0	2458248.75	15	60053764347	30.4308261871
37	ZTF18aaxbyya	2458266.75	1	512195060615	19.4907	ztf_20180528194560_000675_zg_c02_o_q3_scimrefdiffimg.fits	Kulkarni	1	512195060615015003	t	3	512	6	675	2833.67	403.734	212.020065308	30.4161167145	18.7554	0.120272	7.34233	18.4691	0.1572	16.4053	23.033	0.273	0.942	-0.29	13.9356	-0.286302	6.27	0.999	238.831	1.02165	0.385279	3.886	3.468	0.619777	0.55311	1.12053	4	0.0433333	-999.0	-999.0	null	1.0	18.037	0.1358	212.016952515	30.4198684692	-999.0	-999.0	21.5995	-999.0	0.5	7.23229	1	146	2458266.75	2458266.75	5.70191	144492120209627728	144492120182218217	-999.0	21.7825	21.4906	20.7378	0.00625	7.73118	144502120234558155	-999.0	-999.0	21.4406	21.001	0.0245	27.1521	5	675120106	2458167.0	2458248.75	15	60053750896	30.4161167145
38	ZTF18aaxbyyb	2458266.75	1	512195060615	19.4907	ztf_20180528194560_000675_zg_c02_o_q3_scimrefdiffimg.fits	Kulkarni	1	512195060615015004	t	4	512	6	675	2832.23	384.013	212.02053833	30.4216632843	18.8154	0.12705	4.33986	18.563	0.1716	3.40491	23.469	0.311	0.418	-0.231	14.4589	-0.252394	3.92	0.999	240.27	0.927747	0.616249	1.91	1.812	0.487245	0.462245	1.05408	1	0.0566667	-999.0	-999.0	null	1.0	18.263	0.1672	212.019744873	30.4209938049	-999.0	-999.0	21.4406	21.001	0.0245	10.4905	1	146	2458266.75	2458266.75	6.00696	144502120234558155	144512120177732189	21.9131	20.8234	20.2719	19.987	0.0259583	18.9139	144492120182218217	-999.0	21.7825	21.4906	20.7378	0.00625	26.1315	6	675120106	2458167.0	2458248.75	15	60053750894	30.4216632843
39	ZTF18aaxbyyf	2458266.75	1	512195060615	19.4907	ztf_20180528194560_000675_zg_c02_o_q3_scimrefdiffimg.fits	Kulkarni	1	512195060615015009	t	9	512	6	675	2566.3	1571.09	212.106079102	30.0875205994	19.2652	0.192023	1.92951	18.9276	0.2394	3.72667	22.67	0.254	1.556	-0.133	2.1478	-0.337641	1.20785	0.921	506.197	0.563147	2.0	1.827	1.169	1.51261	0.967837	1.56287	4	0.0266667	-999.0	-999.0	null	0.999055	18.5756	0.2225	212.104888916	30.0876941681	22.1475	21.294	21.0562	20.7614	0.0585833	11.2967	1	146	2458266.75	2458266.75	5.90947	144102121045259012	144102121015048246	21.2224	19.9047	19.4486	19.1687	0.00325	16.2737	144092121035768329	-999.0	-999.0	21.5744	20.9051	0.957976	23.3675	4	675120106	2458167.0	2458248.75	15	60051644974	30.0875205994